IN_Senior Associate_AI Engineer_Data and Analytics_Advisory_Bangalore
Core
Design and manage ML pipelines, APIs, and GPU architectures for large language models (LLMs) to support client business decisions and optimize operations.
Role type
Senior IC AI/ML Engineer (LLM & GenAI)
Builds
Scalable ML pipelines, model serving APIs, and optimized LLM inference systems
Domain
Data, Analytics & AI (GenAI/LLM)
Deliverable
production ML models
Required skills
LLM fine-tuning, distributed training, ML pipeline design, GPU architecture, DevOps/LLMOps, Kubernetes, Docker, Python, SQL
Preferred skills
Model optimization, LLM orchestration frameworks, cloud platform expertise
Technologies
Hugging Face, Langchain, Langgraph, Flowise, MLflow, SageMaker, Vertex AI, Azure AI, DeepSpeed, vLLM, Kubernetes, Docker, AWS, Azure, GCP, DynamoDB, Cosmos, MongoDB, PostgreSQL, BigQuery
Responsibilities
Design ML pipelines for experiment, model, and feature management; Design APIs for model inferencing at scale; Implement distributed training and serving for LLMs; Optimize model fine-tuning for latency and accuracy; Apply DevOps and LLMOps practices for deployment and orchestration
Seniority
Senior, hands-on IC